Triple

T16573439
Position Surface form Disambiguated ID Type / Status
Subject Department of Education, University of York E402648 entity
Predicate offersProgram P178 FINISHED
Object MA in Applied Linguistics for Language Teaching
The MA in Applied Linguistics for Language Teaching is a postgraduate degree focused on the theory and practice of language learning and teaching, combining linguistic research with pedagogical training for current and aspiring language educators.
E1221125 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: MA in Applied Linguistics for Language Teaching | Statement: [Department of Education, University of York, offersProgram, MA in Applied Linguistics for Language Teaching]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MA in Applied Linguistics for Language Teaching
Context triple: [Department of Education, University of York, offersProgram, MA in Applied Linguistics for Language Teaching]
  • A. Faculty of Applied Linguistics
    The Faculty of Applied Linguistics is a division of the University of Warsaw specializing in the study and teaching of foreign languages, translation, and practical language applications.
  • B. School of Language Studies
    The School of Language Studies is the division of the U.S. Foreign Service Institute responsible for training diplomats and other government personnel in foreign languages and cross-cultural communication.
  • C. Master of Arts in Learning, Design, and Technology
    The Master of Arts in Learning, Design, and Technology is a graduate program focused on applying learning sciences, design thinking, and technology to create innovative educational experiences and tools.
  • D. Master of Arts in Education (MA)
    The Master of Arts in Education (MA) is a graduate-level academic degree focused on advanced study and research in education, typically preparing students for roles in teaching, educational leadership, policy, or further doctoral study.
  • E. School of Language, Literature and Culture Studies
    The School of Language, Literature and Culture Studies is a major academic division of Jawaharlal Nehru University in New Delhi, specializing in the study and research of languages, literatures, and cultural traditions from around the world.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: MA in Applied Linguistics for Language Teaching
Triple: [Department of Education, University of York, offersProgram, MA in Applied Linguistics for Language Teaching]
Generated description
The MA in Applied Linguistics for Language Teaching is a postgraduate degree focused on the theory and practice of language learning and teaching, combining linguistic research with pedagogical training for current and aspiring language educators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MA in Applied Linguistics for Language Teaching
Target entity description: The MA in Applied Linguistics for Language Teaching is a postgraduate degree focused on the theory and practice of language learning and teaching, combining linguistic research with pedagogical training for current and aspiring language educators.
  • A. Faculty of Applied Linguistics
    The Faculty of Applied Linguistics is a division of the University of Warsaw specializing in the study and teaching of foreign languages, translation, and practical language applications.
  • B. School of Language Studies
    The School of Language Studies is the division of the U.S. Foreign Service Institute responsible for training diplomats and other government personnel in foreign languages and cross-cultural communication.
  • C. Master of Arts in Learning, Design, and Technology
    The Master of Arts in Learning, Design, and Technology is a graduate program focused on applying learning sciences, design thinking, and technology to create innovative educational experiences and tools.
  • D. Master of Arts in Education (MA)
    The Master of Arts in Education (MA) is a graduate-level academic degree focused on advanced study and research in education, typically preparing students for roles in teaching, educational leadership, policy, or further doctoral study.
  • E. School of Language, Literature and Culture Studies
    The School of Language, Literature and Culture Studies is a major academic division of Jawaharlal Nehru University in New Delhi, specializing in the study and research of languages, literatures, and cultural traditions from around the world.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3595ab9dc81909b774f6d9c17d6dd completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006eea409c8190808170a0b3f4bd17 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f7ca0dc8190a75d84d9ffbf83e0 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a00705453c081909e8401024e92b5aa completed May 10, 2026, 11:47 a.m.
Created at: April 10, 2026, 5:16 a.m.